网络安全相关的有用链接

Networking and Network Security

• IP to ASN Mapping ()
• Peering DB ()
• AS topology maps ()
• DNS tools ()
• Internationalized Domain Name (IDN) Conversion Tool ()
• Passive DNS Replication ()
• Passive DNS DB ()
• DNS-WhiteList Project ()
• Bots/Botnet Traking Statistics, and more... ()
• Zeus Botnet Tracker ()
• Waledac Botnet Tracker (http://www.sudosecure.net/waledac/)
• SpamTrackers Wiki ()
• URIBL Domain Black List ()
• Malware-related Domain Black List ()
  
• Malware Distribution URLs Blacklist ()
• IP Black Lists ()
• SORBS DNSBL ()
  
• Spamhaus Don't Route Or Peer List ()
  
• Large-Scale Network Statistics ()
• Free TCP/IP Guide ()
• Free IP Geolocation ()
• ARIN Whois Database ()
• dpkt, packet manipulation for Python ()
• Scapy, packet manipulation library for Python (http://www.secdev.org/projects/scapy/)
• NIST Net, emulates performance dynamics in IP networks ()
• Top 100 Network Security Tools ()
• Browser Security Handbook ()

Network Traffic Datasets

• DARPA Intrusion Detection Datasets (http://www.ll.mit.edu/mission/communications/ist/corpora/ideval/data/index.html)
• Network Warfare Labeled Datasets ()
• Publicly Available PCAPs ()
• Repository of malicious, suspicious, and benign packet captures ()
• LBNL/ICSI Enterprise Network Traffic Dataset ()
• 2009-M57-Patents Enterprise Network Traffic Dataset ()
• WisNet Traffic Datasets ()
• Internet Traffic Archive ()
• RIPE Routing Information Service BGP Dataset ()
• Route View Project (, )

Malware Collection and Analysis

• Multiple AV scanning ()
• Cuckoo Sandbox (http://www.cuckoobox.org)
• Anubis Malware Analysis ()
• BitBlaze Malware Analysisi ()
  
• ThreatExpert Malware Analysis ()
• SRI Honeynet/BotHunter Analysis Info ()
  
• Ether: Malware Analysis via Hardware Virtualization Extensions ()
  
• Wepawet - Web threats analyzer ()
• JSunpack - JavaScript unpacker ()
• Honeynet Project Malware Collection and Analysis tools ()
• MWcollect ()
• OffensiveComputing Malware Dataset ()
• Malfease Project Malware Dataset ()
• Malware Hash Registry ()
• SRI Malware Threat Center ()
• Clean-MX Malware URLs ()
• Binary Whitelisting by Shadowserver/NIST ()

Penetration Testing / Exploits / Forensics

• BackTrack Linux, Penetration Testing distribution ()
• SANS Investigate Forensic Toolkit ()
• REMnux: A Linux Distribution for Reverse-Engineering Malware ()
• Metasploit ()
• Packet Storm (http://packetstormsecurity.org)
• Exploit Database ()
• Phrack Magazine ()

Machine Learning

• [Book] Hastie, Tibshirani, and Friedman. The Elements of Statistical Learning
  () 
• [Book] Jain and Dubes. Algorithms for Clustering Data
  ()
• [Book] C. Manning, P. Raghavan, and H. Schutze. Introduction to Information Retrieval
  ()
• UCI Dataset Repository ()
• UCI KDD Archive ()
• Google Books OCR dataset ()
• Scalable Machine Learning library based on Hadoop ()
• StatLib Data and Software ()
  
• Text Retrieval Datasets ()
  
• Weka: Data Mining Software in Java ()
• YALE/Rapid Miner ()
  
• ELKI: Environment for Developing KDD-Applications Supported by Index-Structures ()
• Pattern Recognition Tools ()
• One-Class Classification (Data Descritpion) Tools ()
• Kernel Machines ()
• LibSVM ()
• jLibSVM - More efficient Java implementation of LibSVM (http://dev.davidsoergel.com/trac/jlibsvm/)
• SVM light ()
• Google's Suite of Fast Incremental Algorithms for Machine Learning (SOFIA-ML) ()
• The R Project for Satatistical Computing ()
• KernLab: Kernel-based ML in R ()
• rJava: R to Java interface ()
  
• RWeka: R to Weka interface ()
• MLPY: Python Machine Learning Library ()
• FST3: Feature Selection Toolbox ()
• FASTLib: Fundamental Algorithmic and Statistical Tools Library ()
• MLPACK: Scalable Machine Learning Library ()
  
• MLOSS: Machine Learning Open Souce Software ()
• CARP: Clustering Algorithms' Referee Package ()
• MULAN: A Java Library for Multi-Label Learning ()
• MALLET : MAchine Learning for LanguagE Toolkit ()
  
• NLTK: Natural Language Toolkit in Python ()
• OpenCV : Open Source Computer Vision library ()
  
• Gneric List of ML software ()
• Distributed Data Mining Bibliography ()
  
• Gephi graph visualization and analysis ()
• SMILE, C++ Library for graphical Decision-Theoretic methods ()

Program Analysis, etc.

• Program Dynamic Analysis ()
• Code Static Analysis ()
• Mozilla's standalone JavaScript engine (https://developer.mozilla.org/en/SpiderMonkey)
• Google Chrome's standalone JavaScript engine ()

Others

• A complete list of online courses offered by Stanford and MIT ()
• Free online courses offered by several top universities ()
• Internet Archive Wayback Machine ()